{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from modelscope.pipelines import pipeline\n",
    "from modelscope.utils.constant import Tasks\n",
    "import numpy as np\n",
    "import cv2\n",
    "import math\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# scripts for crop images\n",
    "def crop_image(img, position):\n",
    "    def distance(x1,y1,x2,y2):\n",
    "        return math.sqrt(pow(x1 - x2, 2) + pow(y1 - y2, 2))    \n",
    "    position = position.tolist()\n",
    "    for i in range(4):\n",
    "        for j in range(i+1, 4):\n",
    "            if(position[i][0] > position[j][0]):\n",
    "                tmp = position[j]\n",
    "                position[j] = position[i]\n",
    "                position[i] = tmp\n",
    "    if position[0][1] > position[1][1]:\n",
    "        tmp = position[0]\n",
    "        position[0] = position[1]\n",
    "        position[1] = tmp\n",
    "\n",
    "    if position[2][1] > position[3][1]:\n",
    "        tmp = position[2]\n",
    "        position[2] = position[3]\n",
    "        position[3] = tmp\n",
    "\n",
    "    x1, y1 = position[0][0], position[0][1]\n",
    "    x2, y2 = position[2][0], position[2][1]\n",
    "    x3, y3 = position[3][0], position[3][1]\n",
    "    x4, y4 = position[1][0], position[1][1]\n",
    "\n",
    "    corners = np.zeros((4,2), np.float32)\n",
    "    corners[0] = [x1, y1]\n",
    "    corners[1] = [x2, y2]\n",
    "    corners[2] = [x4, y4]\n",
    "    corners[3] = [x3, y3]\n",
    "\n",
    "    img_width = distance((x1+x4)/2, (y1+y4)/2, (x2+x3)/2, (y2+y3)/2)\n",
    "    img_height = distance((x1+x2)/2, (y1+y2)/2, (x4+x3)/2, (y4+y3)/2)\n",
    "\n",
    "    corners_trans = np.zeros((4,2), np.float32)\n",
    "    corners_trans[0] = [0, 0]\n",
    "    corners_trans[1] = [img_width - 1, 0]\n",
    "    corners_trans[2] = [0, img_height - 1]\n",
    "    corners_trans[3] = [img_width - 1, img_height - 1]\n",
    "\n",
    "    transform = cv2.getPerspectiveTransform(corners, corners_trans)\n",
    "    dst = cv2.warpPerspective(img, transform, (int(img_width), int(img_height)))\n",
    "    return dst\n",
    "\n",
    "def order_point(coor):\n",
    "    arr = np.array(coor).reshape([4, 2])\n",
    "    sum_ = np.sum(arr, 0)\n",
    "    centroid = sum_ / arr.shape[0]\n",
    "    theta = np.arctan2(arr[:, 1] - centroid[1], arr[:, 0] - centroid[0])\n",
    "    sort_points = arr[np.argsort(theta)]\n",
    "    sort_points = sort_points.reshape([4, -1])\n",
    "    if sort_points[0][0] > centroid[0]:\n",
    "        sort_points = np.concatenate([sort_points[3:], sort_points[:3]])\n",
    "    sort_points = sort_points.reshape([4, 2]).astype('float32')\n",
    "    return sort_points\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ocr_detection = pipeline(Tasks.ocr_detection, model='damo/cv_resnet18_ocr-detection-line-level_damo')\n",
    "ocr_recognition = pipeline(Tasks.ocr_recognition, model='damo/cv_convnextTiny_ocr-recognition-general_damo')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-06-01 11:44:02.310086: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1635] Created device /device:GPU:0 with 21844 MB memory:  -> device: 0, name: NVIDIA GeForce RTX 4090, pci bus id: 0000:1b:00.0, compute capability: 8.9\n",
      "2024-06-01 11:44:02.310507: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1635] Created device /device:GPU:1 with 21844 MB memory:  -> device: 1, name: NVIDIA GeForce RTX 4090, pci bus id: 0000:1c:00.0, compute capability: 8.9\n",
      "2024-06-01 11:44:02.310884: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1635] Created device /device:GPU:2 with 21844 MB memory:  -> device: 2, name: NVIDIA GeForce RTX 4090, pci bus id: 0000:1d:00.0, compute capability: 8.9\n",
      "2024-06-01 11:44:02.311250: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1635] Created device /device:GPU:3 with 21844 MB memory:  -> device: 3, name: NVIDIA GeForce RTX 4090, pci bus id: 0000:1e:00.0, compute capability: 8.9\n",
      "2024-06-01 11:44:02.311614: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1635] Created device /device:GPU:4 with 21844 MB memory:  -> device: 4, name: NVIDIA GeForce RTX 4090, pci bus id: 0000:3d:00.0, compute capability: 8.9\n",
      "2024-06-01 11:44:02.311978: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1635] Created device /device:GPU:5 with 9072 MB memory:  -> device: 5, name: NVIDIA GeForce RTX 4090, pci bus id: 0000:3f:00.0, compute capability: 8.9\n",
      "2024-06-01 11:44:02.312344: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1635] Created device /device:GPU:6 with 21844 MB memory:  -> device: 6, name: NVIDIA GeForce RTX 4090, pci bus id: 0000:40:00.0, compute capability: 8.9\n",
      "2024-06-01 11:44:02.312710: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1635] Created device /device:GPU:7 with 21844 MB memory:  -> device: 7, name: NVIDIA GeForce RTX 4090, pci bus id: 0000:41:00.0, compute capability: 8.9\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "ename": "",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n",
      "\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n",
      "\u001b[1;31mClick <a href='https://aka.ms/vscodeJupyterKernelCrash'>here</a> for more info. \n",
      "\u001b[1;31mView Jupyter <a href='command:jupyter.viewOutput'>log</a> for further details."
     ]
    }
   ],
   "source": [
    "img_path = '/home/FAST_DATA_MIRROR/Langchain-Chatchat-master/tabel.jpg'\n",
    "image_full = cv2.imread(img_path)\n",
    "det_result = ocr_detection(image_full)\n",
    "det_result = det_result['polygons'] \n",
    "for i in range(det_result.shape[0]):\n",
    "    pts = order_point(det_result[i])\n",
    "    image_crop = crop_image(image_full, pts)\n",
    "    result = ocr_recognition(image_crop)\n",
    "    # 画出4个顶点\n",
    "    pts = pts.astype(np.int32)\n",
    "    cv2.polylines(image_full, [pts], True, (0, 255, 0), 2)\n",
    "    cv2.putText(image_full, result['text'][0], ((pts[0][0]), pts[0][1]), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (0, 0, 255), 1)\n",
    "plt.imshow(image_full)\n",
    "cv2.imwrite('duguang_test.jpg', image_full)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "longchain",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.1.-1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
